Overview
Brought to you by YData
Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 53000 |
| Missing cells | 14000 |
| Missing cells (%) | 1.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 15.3 MiB |
| Average record size in memory | 303.0 B |
Variable types
| Numeric | 11 |
|---|---|
| Text | 1 |
| Categorical | 3 |
model_type has constant value "CPF" | Constant |
request_size has constant value "16KB" | Constant |
Acquisition_Score is highly overall correlated with DB_Memory and 2 other fields | High correlation |
DB_Memory is highly overall correlated with Acquisition_Score and 2 other fields | High correlation |
MAS_Workers is highly overall correlated with Selection_Method and 2 other fields | High correlation |
Parallel_Jobs is highly overall correlated with par_norm | High correlation |
Selection_Method is highly overall correlated with Acquisition_Score and 6 other fields | High correlation |
db_norm is highly overall correlated with Acquisition_Score and 2 other fields | High correlation |
execution_time_full is highly overall correlated with MAS_Workers and 2 other fields | High correlation |
execution_time_some is highly overall correlated with Selection_Method | High correlation |
mas_norm is highly overall correlated with MAS_Workers and 2 other fields | High correlation |
par_norm is highly overall correlated with Parallel_Jobs | High correlation |
Selection_Method has 1000 (1.9%) missing values | Missing |
Acquisition_Score has 13000 (24.5%) missing values | Missing |
Execution_Time has unique values | Unique |
db_norm has 1000 (1.9%) zeros | Zeros |
mas_norm has 19000 (35.8%) zeros | Zeros |
par_norm has 7000 (13.2%) zeros | Zeros |
Reproduction
| Analysis started | 2025-06-10 14:20:42.250630 |
|---|---|
| Analysis finished | 2025-06-10 14:21:04.795555 |
| Duration | 22.54 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
DB_Memory
Real number (ℝ)
High correlation
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1141.5094 |
| Minimum | 250 |
|---|---|
| Maximum | 2500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 250 |
|---|---|
| 5-th percentile | 659.09091 |
| Q1 | 863.63636 |
| median | 1068.1818 |
| Q3 | 1477.2727 |
| 95-th percentile | 2090.9091 |
| Maximum | 2500 |
| Range | 2250 |
| Interquartile range (IQR) | 613.63636 |
Descriptive statistics
| Standard deviation | 428.13084 |
|---|---|
| Coefficient of variation (CV) | 0.37505677 |
| Kurtosis | 1.2795973 |
| Mean | 1141.5094 |
| Median Absolute Deviation (MAD) | 204.54545 |
| Skewness | 1.001798 |
| Sum | 60500000 |
| Variance | 183296.02 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 863.6363636 | 22000 | |
| 1477.272727 | 11000 | |
| 1068.181818 | 6000 | 11.3% |
| 1272.727273 | 5000 | 9.4% |
| 659.0909091 | 2000 | 3.8% |
| 250 | 1000 | 1.9% |
| 2500 | 1000 | 1.9% |
| 2295.454545 | 1000 | 1.9% |
| 1681.818182 | 1000 | 1.9% |
| 454.5454545 | 1000 | 1.9% |
| Other values (2) | 2000 | 3.8% |
| Value | Count | Frequency (%) |
| 250 | 1000 | 1.9% |
| 454.5454545 | 1000 | 1.9% |
| 659.0909091 | 2000 | 3.8% |
| 863.6363636 | 22000 | |
| 1068.181818 | 6000 | 11.3% |
| 1272.727273 | 5000 | 9.4% |
| 1477.272727 | 11000 | |
| 1681.818182 | 1000 | 1.9% |
| 1886.363636 | 1000 | 1.9% |
| 2090.909091 | 1000 | 1.9% |
| Value | Count | Frequency (%) |
| 2500 | 1000 | 1.9% |
| 2295.454545 | 1000 | 1.9% |
| 2090.909091 | 1000 | 1.9% |
| 1886.363636 | 1000 | 1.9% |
| 1681.818182 | 1000 | 1.9% |
| 1477.272727 | 11000 | |
| 1272.727273 | 5000 | 9.4% |
| 1068.181818 | 6000 | 11.3% |
| 863.6363636 | 22000 | |
| 659.0909091 | 2000 | 3.8% |
MAS_Workers
Real number (ℝ)
High correlation
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.926244 |
| Minimum | 10 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 10 |
| median | 16.363636 |
| Q3 | 16.363636 |
| 95-th percentile | 67.272727 |
| Maximum | 80 |
| Range | 70 |
| Interquartile range (IQR) | 6.3636364 |
Descriptive statistics
| Standard deviation | 17.056667 |
|---|---|
| Coefficient of variation (CV) | 0.81508497 |
| Kurtosis | 3.5591735 |
| Mean | 20.926244 |
| Median Absolute Deviation (MAD) | 6.3636364 |
| Skewness | 2.1317592 |
| Sum | 1109090.9 |
| Variance | 290.92988 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 16.36363636 | 23000 | |
| 10 | 19000 | |
| 29.09090909 | 2000 | 3.8% |
| 54.54545455 | 1000 | 1.9% |
| 67.27272727 | 1000 | 1.9% |
| 22.72727273 | 1000 | 1.9% |
| 60.90909091 | 1000 | 1.9% |
| 48.18181818 | 1000 | 1.9% |
| 80 | 1000 | 1.9% |
| 73.63636364 | 1000 | 1.9% |
| Other values (2) | 2000 | 3.8% |
| Value | Count | Frequency (%) |
| 10 | 19000 | |
| 16.36363636 | 23000 | |
| 22.72727273 | 1000 | 1.9% |
| 29.09090909 | 2000 | 3.8% |
| 35.45454545 | 1000 | 1.9% |
| 41.81818182 | 1000 | 1.9% |
| 48.18181818 | 1000 | 1.9% |
| 54.54545455 | 1000 | 1.9% |
| 60.90909091 | 1000 | 1.9% |
| 67.27272727 | 1000 | 1.9% |
| Value | Count | Frequency (%) |
| 80 | 1000 | |
| 73.63636364 | 1000 | |
| 67.27272727 | 1000 | |
| 60.90909091 | 1000 | |
| 54.54545455 | 1000 | |
| 48.18181818 | 1000 | |
| 41.81818182 | 1000 | |
| 35.45454545 | 1000 | |
| 29.09090909 | 2000 | |
| 22.72727273 | 1000 |
Parallel_Jobs
Real number (ℝ)
High correlation
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.348199 |
| Minimum | 2 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3.4545455 |
| median | 4.9090909 |
| Q3 | 7.0909091 |
| 95-th percentile | 9.2727273 |
| Maximum | 10 |
| Range | 8 |
| Interquartile range (IQR) | 3.6363636 |
Descriptive statistics
| Standard deviation | 2.361265 |
|---|---|
| Coefficient of variation (CV) | 0.44150658 |
| Kurtosis | -0.99508033 |
| Mean | 5.348199 |
| Median Absolute Deviation (MAD) | 2.1818182 |
| Skewness | 0.24059054 |
| Sum | 283454.55 |
| Variance | 5.5755725 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 2 | 7000 | |
| 4.181818182 | 6000 | |
| 4.909090909 | 5000 | |
| 6.363636364 | 5000 | |
| 5.636363636 | 5000 | |
| 2.727272727 | 5000 | |
| 7.090909091 | 5000 | |
| 3.454545455 | 4000 | |
| 7.818181818 | 3000 | |
| 9.272727273 | 3000 | |
| Other values (2) | 5000 |
| Value | Count | Frequency (%) |
| 2 | 7000 | |
| 2.727272727 | 5000 | |
| 3.454545455 | 4000 | |
| 4.181818182 | 6000 | |
| 4.909090909 | 5000 | |
| 5.636363636 | 5000 | |
| 6.363636364 | 5000 | |
| 7.090909091 | 5000 | |
| 7.818181818 | 3000 | |
| 8.545454545 | 3000 |
| Value | Count | Frequency (%) |
| 10 | 2000 | 3.8% |
| 9.272727273 | 3000 | |
| 8.545454545 | 3000 | |
| 7.818181818 | 3000 | |
| 7.090909091 | 5000 | |
| 6.363636364 | 5000 | |
| 5.636363636 | 5000 | |
| 4.909090909 | 5000 | |
| 4.181818182 | 6000 | |
| 3.454545455 | 4000 |
Configuration
Text
| Distinct | 53 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 MiB |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 10.09434 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Config_665 |
|---|---|
| 2nd row | Config_665 |
| 3rd row | Config_665 |
| 4th row | Config_665 |
| 5th row | Config_665 |
| Value | Count | Frequency (%) |
| config_665 | 1000 | 1.9% |
| config_480 | 1000 | 1.9% |
| config_111 | 1000 | 1.9% |
| config_1609 | 1000 | 1.9% |
| config_1545 | 1000 | 1.9% |
| config_307 | 1000 | 1.9% |
| config_1014 | 1000 | 1.9% |
| config_227 | 1000 | 1.9% |
| config_862 | 1000 | 1.9% |
| config_1418 | 1000 | 1.9% |
| Other values (43) | 43000 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 53000 | |
| n | 53000 | |
| f | 53000 | |
| i | 53000 | |
| g | 53000 | |
| _ | 53000 | |
| o | 53000 | |
| 4 | 42000 | |
| 8 | 24000 | 4.5% |
| 3 | 16000 | 3.0% |
| Other values (7) | 82000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 535000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| C | 53000 | |
| n | 53000 | |
| f | 53000 | |
| i | 53000 | |
| g | 53000 | |
| _ | 53000 | |
| o | 53000 | |
| 4 | 42000 | |
| 8 | 24000 | 4.5% |
| 3 | 16000 | 3.0% |
| Other values (7) | 82000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 535000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| C | 53000 | |
| n | 53000 | |
| f | 53000 | |
| i | 53000 | |
| g | 53000 | |
| _ | 53000 | |
| o | 53000 | |
| 4 | 42000 | |
| 8 | 24000 | 4.5% |
| 3 | 16000 | 3.0% |
| Other values (7) | 82000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 535000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| C | 53000 | |
| n | 53000 | |
| f | 53000 | |
| i | 53000 | |
| g | 53000 | |
| _ | 53000 | |
| o | 53000 | |
| 4 | 42000 | |
| 8 | 24000 | 4.5% |
| 3 | 16000 | 3.0% |
| Other values (7) | 82000 |
model_type
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| CPF |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CPF |
|---|---|
| 2nd row | CPF |
| 3rd row | CPF |
| 4th row | CPF |
| 5th row | CPF |
Common Values
| Value | Count | Frequency (%) |
| CPF | 53000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| cpf | 53000 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 53000 | |
| P | 53000 | |
| F | 53000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 159000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| C | 53000 | |
| P | 53000 | |
| F | 53000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 159000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| C | 53000 | |
| P | 53000 | |
| F | 53000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 159000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| C | 53000 | |
| P | 53000 | |
| F | 53000 |
request_size
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 16KB |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 16KB |
|---|---|
| 2nd row | 16KB |
| 3rd row | 16KB |
| 4th row | 16KB |
| 5th row | 16KB |
Common Values
| Value | Count | Frequency (%) |
| 16KB | 53000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 16kb | 53000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 53000 | |
| 6 | 53000 | |
| K | 53000 | |
| B | 53000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 212000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 53000 | |
| 6 | 53000 | |
| K | 53000 | |
| B | 53000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 212000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 53000 | |
| 6 | 53000 | |
| K | 53000 | |
| B | 53000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 212000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 53000 | |
| 6 | 53000 | |
| K | 53000 | |
| B | 53000 |
db_norm
Real number (ℝ)
High correlation Zeros
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.39622642 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1000 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.18181818 |
| Q1 | 0.27272727 |
| median | 0.36363636 |
| Q3 | 0.54545455 |
| 95-th percentile | 0.81818182 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.27272727 |
Descriptive statistics
| Standard deviation | 0.19028037 |
|---|---|
| Coefficient of variation (CV) | 0.48023142 |
| Kurtosis | 1.2795973 |
| Mean | 0.39622642 |
| Median Absolute Deviation (MAD) | 0.090909091 |
| Skewness | 1.001798 |
| Sum | 21000 |
| Variance | 0.036206621 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0.2727272727 | 22000 | |
| 0.5454545455 | 11000 | |
| 0.3636363636 | 6000 | 11.3% |
| 0.4545454545 | 5000 | 9.4% |
| 0.1818181818 | 2000 | 3.8% |
| 0 | 1000 | 1.9% |
| 1 | 1000 | 1.9% |
| 0.9090909091 | 1000 | 1.9% |
| 0.6363636364 | 1000 | 1.9% |
| 0.09090909091 | 1000 | 1.9% |
| Other values (2) | 2000 | 3.8% |
| Value | Count | Frequency (%) |
| 0 | 1000 | 1.9% |
| 0.09090909091 | 1000 | 1.9% |
| 0.1818181818 | 2000 | 3.8% |
| 0.2727272727 | 22000 | |
| 0.3636363636 | 6000 | 11.3% |
| 0.4545454545 | 5000 | 9.4% |
| 0.5454545455 | 11000 | |
| 0.6363636364 | 1000 | 1.9% |
| 0.7272727273 | 1000 | 1.9% |
| 0.8181818182 | 1000 | 1.9% |
| Value | Count | Frequency (%) |
| 1 | 1000 | 1.9% |
| 0.9090909091 | 1000 | 1.9% |
| 0.8181818182 | 1000 | 1.9% |
| 0.7272727273 | 1000 | 1.9% |
| 0.6363636364 | 1000 | 1.9% |
| 0.5454545455 | 11000 | |
| 0.4545454545 | 5000 | 9.4% |
| 0.3636363636 | 6000 | 11.3% |
| 0.2727272727 | 22000 | |
| 0.1818181818 | 2000 | 3.8% |
mas_norm
Real number (ℝ)
High correlation Zeros
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15608919 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 19000 |
| Zeros (%) | 35.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.090909091 |
| Q3 | 0.090909091 |
| 95-th percentile | 0.81818182 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.090909091 |
Descriptive statistics
| Standard deviation | 0.24366667 |
|---|---|
| Coefficient of variation (CV) | 1.5610733 |
| Kurtosis | 3.5591735 |
| Mean | 0.15608919 |
| Median Absolute Deviation (MAD) | 0.090909091 |
| Skewness | 2.1317592 |
| Sum | 8272.7273 |
| Variance | 0.059373445 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0.09090909091 | 23000 | |
| 0 | 19000 | |
| 0.2727272727 | 2000 | 3.8% |
| 0.6363636364 | 1000 | 1.9% |
| 0.8181818182 | 1000 | 1.9% |
| 0.1818181818 | 1000 | 1.9% |
| 0.7272727273 | 1000 | 1.9% |
| 0.5454545455 | 1000 | 1.9% |
| 1 | 1000 | 1.9% |
| 0.9090909091 | 1000 | 1.9% |
| Other values (2) | 2000 | 3.8% |
| Value | Count | Frequency (%) |
| 0 | 19000 | |
| 0.09090909091 | 23000 | |
| 0.1818181818 | 1000 | 1.9% |
| 0.2727272727 | 2000 | 3.8% |
| 0.3636363636 | 1000 | 1.9% |
| 0.4545454545 | 1000 | 1.9% |
| 0.5454545455 | 1000 | 1.9% |
| 0.6363636364 | 1000 | 1.9% |
| 0.7272727273 | 1000 | 1.9% |
| 0.8181818182 | 1000 | 1.9% |
| Value | Count | Frequency (%) |
| 1 | 1000 | |
| 0.9090909091 | 1000 | |
| 0.8181818182 | 1000 | |
| 0.7272727273 | 1000 | |
| 0.6363636364 | 1000 | |
| 0.5454545455 | 1000 | |
| 0.4545454545 | 1000 | |
| 0.3636363636 | 1000 | |
| 0.2727272727 | 2000 | |
| 0.1818181818 | 1000 |
par_norm
Real number (ℝ)
High correlation Zeros
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.41852487 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 7000 |
| Zeros (%) | 13.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.18181818 |
| median | 0.36363636 |
| Q3 | 0.63636364 |
| 95-th percentile | 0.90909091 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.45454545 |
Descriptive statistics
| Standard deviation | 0.29515813 |
|---|---|
| Coefficient of variation (CV) | 0.70523438 |
| Kurtosis | -0.99508033 |
| Mean | 0.41852487 |
| Median Absolute Deviation (MAD) | 0.27272727 |
| Skewness | 0.24059054 |
| Sum | 22181.818 |
| Variance | 0.08711832 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 7000 | |
| 0.2727272727 | 6000 | |
| 0.3636363636 | 5000 | |
| 0.5454545455 | 5000 | |
| 0.4545454545 | 5000 | |
| 0.09090909091 | 5000 | |
| 0.6363636364 | 5000 | |
| 0.1818181818 | 4000 | |
| 0.7272727273 | 3000 | |
| 0.9090909091 | 3000 | |
| Other values (2) | 5000 |
| Value | Count | Frequency (%) |
| 0 | 7000 | |
| 0.09090909091 | 5000 | |
| 0.1818181818 | 4000 | |
| 0.2727272727 | 6000 | |
| 0.3636363636 | 5000 | |
| 0.4545454545 | 5000 | |
| 0.5454545455 | 5000 | |
| 0.6363636364 | 5000 | |
| 0.7272727273 | 3000 | |
| 0.8181818182 | 3000 |
| Value | Count | Frequency (%) |
| 1 | 2000 | 3.8% |
| 0.9090909091 | 3000 | |
| 0.8181818182 | 3000 | |
| 0.7272727273 | 3000 | |
| 0.6363636364 | 5000 | |
| 0.5454545455 | 5000 | |
| 0.4545454545 | 5000 | |
| 0.3636363636 | 5000 | |
| 0.2727272727 | 6000 | |
| 0.1818181818 | 4000 |
execution_time_none
Real number (ℝ)
| Distinct | 53 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.493318 |
| Minimum | 41.562192 |
|---|---|
| Maximum | 64.295534 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 41.562192 |
|---|---|
| 5-th percentile | 42.051335 |
| Q1 | 45.760511 |
| median | 50.59332 |
| Q3 | 53.942099 |
| 95-th percentile | 58.554129 |
| Maximum | 64.295534 |
| Range | 22.733342 |
| Interquartile range (IQR) | 8.1815878 |
Descriptive statistics
| Standard deviation | 5.3809264 |
|---|---|
| Coefficient of variation (CV) | 0.1065671 |
| Kurtosis | -0.66171071 |
| Mean | 50.493318 |
| Median Absolute Deviation (MAD) | 3.8698354 |
| Skewness | 0.26595944 |
| Sum | 2676145.8 |
| Variance | 28.954369 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 51.25226869 | 1000 | 1.9% |
| 49.59224999 | 1000 | 1.9% |
| 45.6494518 | 1000 | 1.9% |
| 57.21378221 | 1000 | 1.9% |
| 52.06064369 | 1000 | 1.9% |
| 44.21724366 | 1000 | 1.9% |
| 43.19531748 | 1000 | 1.9% |
| 45.57644713 | 1000 | 1.9% |
| 53.80269987 | 1000 | 1.9% |
| 54.4452472 | 1000 | 1.9% |
| Other values (43) | 43000 |
| Value | Count | Frequency (%) |
| 41.56219166 | 1000 | |
| 41.97844363 | 1000 | |
| 42.05133453 | 1000 | |
| 42.67517083 | 1000 | |
| 43.19531748 | 1000 | |
| 43.80575725 | 1000 | |
| 44.13104309 | 1000 | |
| 44.18238309 | 1000 | |
| 44.21724366 | 1000 | |
| 44.39358426 | 1000 |
| Value | Count | Frequency (%) |
| 64.29553399 | 1000 | |
| 60.35363982 | 1000 | |
| 58.55412927 | 1000 | |
| 58.53153185 | 1000 | |
| 58.48806375 | 1000 | |
| 57.89681003 | 1000 | |
| 57.43482545 | 1000 | |
| 57.21378221 | 1000 | |
| 56.47185089 | 1000 | |
| 55.85859423 | 1000 |
execution_time_some
Real number (ℝ)
High correlation
| Distinct | 53 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.750375 |
| Minimum | 50.859836 |
|---|---|
| Maximum | 71.246124 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 50.859836 |
|---|---|
| 5-th percentile | 57.162309 |
| Q1 | 62.273067 |
| median | 64.369275 |
| Q3 | 66.029333 |
| 95-th percentile | 68.666535 |
| Maximum | 71.246124 |
| Range | 20.386288 |
| Interquartile range (IQR) | 3.756266 |
Descriptive statistics
| Standard deviation | 3.5236708 |
|---|---|
| Coefficient of variation (CV) | 0.055272942 |
| Kurtosis | 2.1982535 |
| Mean | 63.750375 |
| Median Absolute Deviation (MAD) | 1.9486822 |
| Skewness | -0.99626466 |
| Sum | 3378769.9 |
| Variance | 12.416256 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 57.7471524 | 1000 | 1.9% |
| 64.67892259 | 1000 | 1.9% |
| 68.26817416 | 1000 | 1.9% |
| 61.98687118 | 1000 | 1.9% |
| 64.01387336 | 1000 | 1.9% |
| 64.9305016 | 1000 | 1.9% |
| 65.21688887 | 1000 | 1.9% |
| 63.66281861 | 1000 | 1.9% |
| 65.01278769 | 1000 | 1.9% |
| 62.27922582 | 1000 | 1.9% |
| Other values (43) | 43000 |
| Value | Count | Frequency (%) |
| 50.85983606 | 1000 | |
| 56.78941718 | 1000 | |
| 57.16230917 | 1000 | |
| 57.17200638 | 1000 | |
| 57.7471524 | 1000 | |
| 59.04727778 | 1000 | |
| 60.53424577 | 1000 | |
| 60.61992901 | 1000 | |
| 61.25773864 | 1000 | |
| 61.33319905 | 1000 |
| Value | Count | Frequency (%) |
| 71.246124 | 1000 | |
| 69.82257328 | 1000 | |
| 68.6665346 | 1000 | |
| 68.56436598 | 1000 | |
| 68.26817416 | 1000 | |
| 67.30825228 | 1000 | |
| 66.71784874 | 1000 | |
| 66.56334132 | 1000 | |
| 66.51919776 | 1000 | |
| 66.3179572 | 1000 |
execution_time_full
Real number (ℝ)
High correlation
| Distinct | 53 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 106.94984 |
| Minimum | 74.691011 |
|---|---|
| Maximum | 123.59152 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 74.691011 |
|---|---|
| 5-th percentile | 86.979066 |
| Q1 | 103.24405 |
| median | 107.98772 |
| Q3 | 113.72238 |
| 95-th percentile | 119.23304 |
| Maximum | 123.59152 |
| Range | 48.900511 |
| Interquartile range (IQR) | 10.478324 |
Descriptive statistics
| Standard deviation | 9.0048562 |
|---|---|
| Coefficient of variation (CV) | 0.084197005 |
| Kurtosis | 1.9443843 |
| Mean | 106.94984 |
| Median Absolute Deviation (MAD) | 5.4997611 |
| Skewness | -1.0739629 |
| Sum | 5668341.5 |
| Variance | 81.087436 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 99.13393617 | 1000 | 1.9% |
| 119.2330414 | 1000 | 1.9% |
| 115.1632325 | 1000 | 1.9% |
| 102.4328553 | 1000 | 1.9% |
| 102.7788344 | 1000 | 1.9% |
| 105.6406008 | 1000 | 1.9% |
| 110.7706952 | 1000 | 1.9% |
| 109.7405177 | 1000 | 1.9% |
| 110.0546279 | 1000 | 1.9% |
| 103.2440536 | 1000 | 1.9% |
| Other values (43) | 43000 |
| Value | Count | Frequency (%) |
| 74.69101131 | 1000 | |
| 86.26865881 | 1000 | |
| 86.97906613 | 1000 | |
| 93.04402895 | 1000 | |
| 93.79426176 | 1000 | |
| 97.14272625 | 1000 | |
| 99.11974976 | 1000 | |
| 99.13393617 | 1000 | |
| 99.42260393 | 1000 | |
| 100.3695271 | 1000 |
| Value | Count | Frequency (%) |
| 123.5915223 | 1000 | |
| 121.5173466 | 1000 | |
| 119.2330414 | 1000 | |
| 116.6433596 | 1000 | |
| 116.5638406 | 1000 | |
| 116.4529709 | 1000 | |
| 115.5245435 | 1000 | |
| 115.5065831 | 1000 | |
| 115.1632325 | 1000 | |
| 114.8086215 | 1000 |
Selection_Method
Categorical
High correlation Missing
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1000 |
| Missing (%) | 1.9% |
| Memory size | 2.6 MiB |
| BO | |
|---|---|
| LHS |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.2307692 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | LHS |
|---|---|
| 2nd row | LHS |
| 3rd row | LHS |
| 4th row | LHS |
| 5th row | LHS |
Common Values
| Value | Count | Frequency (%) |
| BO | 40000 | |
| LHS | 12000 | 22.6% |
| (Missing) | 1000 | 1.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| bo | 40000 | |
| lhs | 12000 | 23.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 40000 | |
| O | 40000 | |
| L | 12000 | 10.3% |
| H | 12000 | 10.3% |
| S | 12000 | 10.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 116000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| B | 40000 | |
| O | 40000 | |
| L | 12000 | 10.3% |
| H | 12000 | 10.3% |
| S | 12000 | 10.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 116000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| B | 40000 | |
| O | 40000 | |
| L | 12000 | 10.3% |
| H | 12000 | 10.3% |
| S | 12000 | 10.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 116000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| B | 40000 | |
| O | 40000 | |
| L | 12000 | 10.3% |
| H | 12000 | 10.3% |
| S | 12000 | 10.3% |
Execution_Time
Real number (ℝ)
Unique
| Distinct | 53000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.000637 |
| Minimum | 41.370058 |
|---|---|
| Maximum | 57.75092 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 41.370058 |
|---|---|
| 5-th percentile | 46.673952 |
| Q1 | 48.648623 |
| median | 49.998707 |
| Q3 | 51.356955 |
| 95-th percentile | 53.310465 |
| Maximum | 57.75092 |
| Range | 16.380861 |
| Interquartile range (IQR) | 2.708332 |
Descriptive statistics
| Standard deviation | 2.014164 |
|---|---|
| Coefficient of variation (CV) | 0.040282767 |
| Kurtosis | 0.010765539 |
| Mean | 50.000637 |
| Median Absolute Deviation (MAD) | 1.3544627 |
| Skewness | -0.010428952 |
| Sum | 2650033.8 |
| Variance | 4.0568567 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 49.48582827 | 1 | < 0.1% |
| 47.12871562 | 1 | < 0.1% |
| 49.22568109 | 1 | < 0.1% |
| 50.67874431 | 1 | < 0.1% |
| 50.89837336 | 1 | < 0.1% |
| 51.80487856 | 1 | < 0.1% |
| 54.83414341 | 1 | < 0.1% |
| 49.99420798 | 1 | < 0.1% |
| 49.32673797 | 1 | < 0.1% |
| 51.21031138 | 1 | < 0.1% |
| Other values (52990) | 52990 |
| Value | Count | Frequency (%) |
| 41.37005849 | 1 | |
| 41.57019502 | 1 | |
| 41.58979172 | 1 | |
| 41.78319139 | 1 | |
| 41.92462295 | 1 | |
| 42.06515202 | 1 | |
| 42.09706273 | 1 | |
| 42.26051752 | 1 | |
| 42.26269685 | 1 | |
| 42.53197864 | 1 |
| Value | Count | Frequency (%) |
| 57.75091976 | 1 | |
| 57.72169833 | 1 | |
| 57.47249573 | 1 | |
| 57.47156597 | 1 | |
| 57.36389291 | 1 | |
| 57.1959798 | 1 | |
| 57.14184481 | 1 | |
| 56.90397172 | 1 | |
| 56.85061363 | 1 | |
| 56.83305442 | 1 |
Acquisition_Score
Real number (ℝ)
High correlation Missing
| Distinct | 40 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 13000 |
| Missing (%) | 24.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.432881 |
| Minimum | 8.030308 |
|---|---|
| Maximum | 8.8558344 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 8.030308 |
|---|---|
| 5-th percentile | 8.03548 |
| Q1 | 8.2881961 |
| median | 8.4109045 |
| Q3 | 8.6070946 |
| 95-th percentile | 8.7537823 |
| Maximum | 8.8558344 |
| Range | 0.82552633 |
| Interquartile range (IQR) | 0.31889851 |
Descriptive statistics
| Standard deviation | 0.22113167 |
|---|---|
| Coefficient of variation (CV) | 0.026222553 |
| Kurtosis | -0.84181709 |
| Mean | 8.432881 |
| Median Absolute Deviation (MAD) | 0.15807114 |
| Skewness | -0.1076298 |
| Sum | 337315.24 |
| Variance | 0.048899214 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 8.678316518 | 1000 | 1.9% |
| 8.316610999 | 1000 | 1.9% |
| 8.393176562 | 1000 | 1.9% |
| 8.366356927 | 1000 | 1.9% |
| 8.796895857 | 1000 | 1.9% |
| 8.04386765 | 1000 | 1.9% |
| 8.515685887 | 1000 | 1.9% |
| 8.549195376 | 1000 | 1.9% |
| 8.159993767 | 1000 | 1.9% |
| 8.579487847 | 1000 | 1.9% |
| Other values (30) | 30000 | |
| (Missing) | 13000 |
| Value | Count | Frequency (%) |
| 8.030308031 | 1000 | |
| 8.035395959 | 1000 | |
| 8.035484381 | 1000 | |
| 8.04386765 | 1000 | |
| 8.148703956 | 1000 | |
| 8.159993767 | 1000 | |
| 8.244675699 | 1000 | |
| 8.255386707 | 1000 | |
| 8.255492241 | 1000 | |
| 8.272702155 | 1000 |
| Value | Count | Frequency (%) |
| 8.855834366 | 1000 | |
| 8.796895857 | 1000 | |
| 8.751513178 | 1000 | |
| 8.747178409 | 1000 | |
| 8.706651114 | 1000 | |
| 8.692483516 | 1000 | |
| 8.678316518 | 1000 | |
| 8.64178757 | 1000 | |
| 8.620142124 | 1000 | |
| 8.617680382 | 1000 |
Interactions
Correlations
| Acquisition_Score | DB_Memory | Execution_Time | MAS_Workers | Parallel_Jobs | Selection_Method | db_norm | execution_time_full | execution_time_none | execution_time_some | mas_norm | par_norm | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Acquisition_Score | 1.000 | -0.615 | -0.001 | -0.270 | 0.046 | 1.000 | -0.615 | -0.189 | -0.051 | -0.238 | -0.270 | 0.046 |
| DB_Memory | -0.615 | 1.000 | 0.005 | 0.152 | -0.130 | 0.788 | 1.000 | 0.160 | -0.255 | 0.278 | 0.152 | -0.130 |
| Execution_Time | -0.001 | 0.005 | 1.000 | 0.001 | 0.000 | 0.010 | 0.005 | 0.002 | -0.007 | 0.007 | 0.001 | 0.000 |
| MAS_Workers | -0.270 | 0.152 | 0.001 | 1.000 | 0.047 | 0.891 | 0.152 | -0.507 | 0.168 | -0.265 | 1.000 | 0.047 |
| Parallel_Jobs | 0.046 | -0.130 | 0.000 | 0.047 | 1.000 | 0.174 | -0.130 | -0.254 | -0.164 | 0.389 | 0.047 | 1.000 |
| Selection_Method | 1.000 | 0.788 | 0.010 | 0.891 | 0.174 | 1.000 | 0.788 | 0.674 | 0.457 | 0.648 | 0.891 | 0.174 |
| db_norm | -0.615 | 1.000 | 0.005 | 0.152 | -0.130 | 0.788 | 1.000 | 0.160 | -0.255 | 0.278 | 0.152 | -0.130 |
| execution_time_full | -0.189 | 0.160 | 0.002 | -0.507 | -0.254 | 0.674 | 0.160 | 1.000 | -0.156 | 0.291 | -0.507 | -0.254 |
| execution_time_none | -0.051 | -0.255 | -0.007 | 0.168 | -0.164 | 0.457 | -0.255 | -0.156 | 1.000 | -0.258 | 0.168 | -0.164 |
| execution_time_some | -0.238 | 0.278 | 0.007 | -0.265 | 0.389 | 0.648 | 0.278 | 0.291 | -0.258 | 1.000 | -0.265 | 0.389 |
| mas_norm | -0.270 | 0.152 | 0.001 | 1.000 | 0.047 | 0.891 | 0.152 | -0.507 | 0.168 | -0.265 | 1.000 | 0.047 |
| par_norm | 0.046 | -0.130 | 0.000 | 0.047 | 1.000 | 0.174 | -0.130 | -0.254 | -0.164 | 0.389 | 0.047 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| DB_Memory | MAS_Workers | Parallel_Jobs | Configuration | model_type | request_size | db_norm | mas_norm | par_norm | execution_time_none | execution_time_some | execution_time_full | Selection_Method | Execution_Time | Acquisition_Score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1068.181818 | 54.545455 | 4.909091 | Config_665 | CPF | 16KB | 0.363636 | 0.636364 | 0.363636 | 51.252269 | 57.747152 | 99.133936 | LHS | 49.485828 | NaN |
| 1 | 1068.181818 | 54.545455 | 4.909091 | Config_665 | CPF | 16KB | 0.363636 | 0.636364 | 0.363636 | 51.252269 | 57.747152 | 99.133936 | LHS | 46.757700 | NaN |
| 2 | 1068.181818 | 54.545455 | 4.909091 | Config_665 | CPF | 16KB | 0.363636 | 0.636364 | 0.363636 | 51.252269 | 57.747152 | 99.133936 | LHS | 50.997846 | NaN |
| 3 | 1068.181818 | 54.545455 | 4.909091 | Config_665 | CPF | 16KB | 0.363636 | 0.636364 | 0.363636 | 51.252269 | 57.747152 | 99.133936 | LHS | 46.598339 | NaN |
| 4 | 1068.181818 | 54.545455 | 4.909091 | Config_665 | CPF | 16KB | 0.363636 | 0.636364 | 0.363636 | 51.252269 | 57.747152 | 99.133936 | LHS | 51.325496 | NaN |
| 5 | 1068.181818 | 54.545455 | 4.909091 | Config_665 | CPF | 16KB | 0.363636 | 0.636364 | 0.363636 | 51.252269 | 57.747152 | 99.133936 | LHS | 48.900564 | NaN |
| 6 | 1068.181818 | 54.545455 | 4.909091 | Config_665 | CPF | 16KB | 0.363636 | 0.636364 | 0.363636 | 51.252269 | 57.747152 | 99.133936 | LHS | 47.831864 | NaN |
| 7 | 1068.181818 | 54.545455 | 4.909091 | Config_665 | CPF | 16KB | 0.363636 | 0.636364 | 0.363636 | 51.252269 | 57.747152 | 99.133936 | LHS | 49.156959 | NaN |
| 8 | 1068.181818 | 54.545455 | 4.909091 | Config_665 | CPF | 16KB | 0.363636 | 0.636364 | 0.363636 | 51.252269 | 57.747152 | 99.133936 | LHS | 50.538800 | NaN |
| 9 | 1068.181818 | 54.545455 | 4.909091 | Config_665 | CPF | 16KB | 0.363636 | 0.636364 | 0.363636 | 51.252269 | 57.747152 | 99.133936 | LHS | 48.004394 | NaN |
| DB_Memory | MAS_Workers | Parallel_Jobs | Configuration | model_type | request_size | db_norm | mas_norm | par_norm | execution_time_none | execution_time_some | execution_time_full | Selection_Method | Execution_Time | Acquisition_Score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 52990 | 659.090909 | 29.090909 | 4.181818 | Config_328 | CPF | 16KB | 0.181818 | 0.272727 | 0.272727 | 53.942099 | 57.162309 | 108.276608 | NaN | 47.870324 | NaN |
| 52991 | 659.090909 | 29.090909 | 4.181818 | Config_328 | CPF | 16KB | 0.181818 | 0.272727 | 0.272727 | 53.942099 | 57.162309 | 108.276608 | NaN | 45.043334 | NaN |
| 52992 | 659.090909 | 29.090909 | 4.181818 | Config_328 | CPF | 16KB | 0.181818 | 0.272727 | 0.272727 | 53.942099 | 57.162309 | 108.276608 | NaN | 52.189648 | NaN |
| 52993 | 659.090909 | 29.090909 | 4.181818 | Config_328 | CPF | 16KB | 0.181818 | 0.272727 | 0.272727 | 53.942099 | 57.162309 | 108.276608 | NaN | 50.160963 | NaN |
| 52994 | 659.090909 | 29.090909 | 4.181818 | Config_328 | CPF | 16KB | 0.181818 | 0.272727 | 0.272727 | 53.942099 | 57.162309 | 108.276608 | NaN | 51.855195 | NaN |
| 52995 | 659.090909 | 29.090909 | 4.181818 | Config_328 | CPF | 16KB | 0.181818 | 0.272727 | 0.272727 | 53.942099 | 57.162309 | 108.276608 | NaN | 53.504539 | NaN |
| 52996 | 659.090909 | 29.090909 | 4.181818 | Config_328 | CPF | 16KB | 0.181818 | 0.272727 | 0.272727 | 53.942099 | 57.162309 | 108.276608 | NaN | 51.881931 | NaN |
| 52997 | 659.090909 | 29.090909 | 4.181818 | Config_328 | CPF | 16KB | 0.181818 | 0.272727 | 0.272727 | 53.942099 | 57.162309 | 108.276608 | NaN | 48.976229 | NaN |
| 52998 | 659.090909 | 29.090909 | 4.181818 | Config_328 | CPF | 16KB | 0.181818 | 0.272727 | 0.272727 | 53.942099 | 57.162309 | 108.276608 | NaN | 48.498289 | NaN |
| 52999 | 659.090909 | 29.090909 | 4.181818 | Config_328 | CPF | 16KB | 0.181818 | 0.272727 | 0.272727 | 53.942099 | 57.162309 | 108.276608 | NaN | 49.351841 | NaN |